February 2026

We’re excited to announce our February 2026 release! This update expands Kubernetes visibility and cost control with AKS Azure Managed Prometheus support, chargeable vs actual Kubernetes cost views, and AKS GPU chargeback. It also introduces expanded Price Rules capabilities across SaaS and cloud (including hide line item controls), new Custom Dashboard and Report Builder usability upgrades, partner package-based platform access controls, and Just-in-Time SSO user provisioning to simplify onboarding.

For more details, please reach out to your Mavvrik representative or check our updated documentation Help Center

Kubernetes (AKS) : Azure Managed Prometheus Support

Get AKS metrics and cost visibility without the operational overhead

Connect AKS clusters through Azure Managed Prometheus with a streamlined, one-click setup. Metrics extraction runs on Mavvrik infrastructure, so there’s no appliance to install or manage.

Automatic discovery and metrics collection provide Kubernetes visibility across pods, containers, and nodes—giving clearer cost attribution and operational insight across AKS workloads.

Price Rules : Enhancements

Expand how pricing logic can be applied and controlled across your cost data.

SaaS : Price Rules
Price rules are now available for SaaS costs, allowing billing rates to be adjusted using discounts, markups, or fixed rates scoped by usage and credits.

Hide Line Items (Cloud + SaaS)
Price rules can also be used to hide specific line items across cloud and SaaS cost views—so sensitive discounts, credits, or internal adjustments don’t appear in customer-facing or shared reporting.

Custom Dashboard & Report Builder Enhancements

Make dashboards faster to read and reports faster to build.

Scorecard & Summary Enhancements

Custom Dashboards now include a new Scorecard widget for quick KPI-style tracking.
The existing Summary widget has also been expanded to support Resources and Cost Variance, making it easier to review cost and usage signals in one place.

Dashboard Sharing & Access

Dashboards now support subscriptions for scheduled sharing, bookmarks for quick access to important views, and screenshot capture to easily share dashboard insights across teams.

Report Builder : Typeahead Filter Suggestions

Report Builder now supports typeahead suggestions in filter inputs. As you type, matching values appear in a dropdown—so filters get built faster, with fewer typos and less need to remember exact values.

Platform Improvements

Kubernetes : Chargeable vs Actual Cost & Request/Limit Visibility

Kubernetes views now distinguish between chargeable cost (for billing/showback based on requests vs usage) and actual cost (true consumption based on measured usage). Request and limit metrics across CPU, Memory, GPU, and storage are also surfaced to help teams spot over-provisioning and improve workload efficiency.

Kubernetes (AKS) : GPU Chargeback

GPU cost tracking for AKS clusters with automatic GPU utilization collection and cost allocation. GPU spend can be attributed to individual pods and containers—enabling precise chargeback for GPU-intensive workloads and reducing blended compute cost assumptions.

Partner Dashboard : Package-Based Access Controls

Partners can hide or show major platform sections (Inform, Optimize, Operate) for end customers based on package level, making it easier to deliver clean tiered experiences.

SSO : Just-in-Time User Provisioning

New users no longer need to be pre-created in Mavvrik before signing in. On a user’s first SSO login, Mavvrik automatically creates the account—reducing setup friction and simplifying onboarding for IT and admins.